Databricks Generative AI Engineer Associate Question 266
Select 3You are tasked with training a generative AI model on a dataset containing text and images sourced from various online platforms. Before proceeding, what steps should you take to ensure compliance with legal and licensing requirements?
- A
Review the terms of service and licensing agreements for each data source.
- B
Assume that any publicly available data is free to use for commercial purposes.
- C
Consult with your organization's legal team to verify data usage rights.
- D
Document the provenance of all data sources used in the training dataset.
- E
Use the data without review, as the model's outputs will not directly reproduce the original data.
Show answer and explanation
Correct answers: A, C, D
Explanation
To avoid legal risks when using data for training generative AI models, it is essential to confirm compliance with licensing agreements, consult legal experts, and document data provenance. Assuming public availability equates to free use or skipping reviews can lead to significant legal and financial consequences.
- A. Correct.
Reviewing the terms of service and licensing agreements is a critical step to identify restrictions and ensure compliance with data usage rights.
- B. Incorrect.
Assuming publicly available data is free for commercial use is incorrect, as many platforms impose restrictions even on publicly accessible data.
- C. Correct.
Consulting with a legal team ensures that any ambiguities or potential risks are properly addressed before using the data.
- D. Correct.
Documenting the provenance of data sources is essential for accountability and to demonstrate compliance with licensing and legal requirements.
- E. Incorrect.
Using data without review is risky and negligent, as legal restrictions may still apply even if the model does not directly reproduce the original data.